This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.
☆95Jun 23, 2026Updated 2 weeks ago
Alternatives and similar repositories for Pipeline-Processing-TCGA-Slides-for-MIL
Users that are interested in Pipeline-Processing-TCGA-Slides-for-MIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆42Nov 4, 2023Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Apr 24, 2024Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆70Mar 17, 2025Updated last year
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆72May 5, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆137Sep 19, 2025Updated 9 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆65Apr 21, 2024Updated 2 years ago
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆92Dec 24, 2024Updated last year
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆84May 5, 2024Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆168Nov 19, 2024Updated last year
- Accurate encoding of histologic images into StyleGAN space for discovery and explainability☆13Oct 8, 2025Updated 9 months ago
- Iteratively Coupled Multiple Instance Learning☆22Nov 28, 2024Updated last year
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆39May 14, 2024Updated 2 years ago
- ☆60Apr 14, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆13Aug 24, 2023Updated 2 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆96Jan 7, 2026Updated 6 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆120Apr 22, 2025Updated last year
- [ACM MM 2024] SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification☆42May 25, 2025Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆172May 14, 2024Updated 2 years ago
- Open source tools for computational pathology - Nature BME